Triple

T13210904
Position Surface form Disambiguated ID Type / Status
Subject No Scrubs E314486 entity
Predicate writer P1360 FINISHED
Object Tameka Cottle
Tameka Cottle is an American singer-songwriter and television personality best known as a member of the R&B group Xscape and for co-writing major hits in the late 1990s and 2000s.
E1047425 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Tameka Cottle | Statement: [No Scrubs, writer, Tameka Cottle]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tameka Cottle
Context triple: [No Scrubs, writer, Tameka Cottle]
  • A. Tameka Foster
    Tameka Foster is an American fashion stylist and television personality best known for her high-profile marriage to R&B singer Usher.
  • B. Teasha Bivins
    Teasha Bivins is known as the wife of New Edition and Bell Biv DeVoe member Michael Bivins and has appeared with him in various public and media appearances.
  • C. Tasha McCauley
    Tasha McCauley is an American robotics engineer and tech entrepreneur known for co-founding the robotics company Fellow Robots and for her work at the intersection of technology and innovation.
  • D. LaTisha Scott
    LaTisha Scott is a reality television personality and real estate entrepreneur best known for appearing on the OWN series "Love & Marriage: Huntsville."
  • E. Imani Duckett
    Imani Duckett is the daughter of actress Jasmine Guy and has occasionally appeared in the public eye through her mother's prominence in film and television.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Tameka Cottle
Triple: [No Scrubs, writer, Tameka Cottle]
Generated description
Tameka Cottle is an American singer-songwriter and television personality best known as a member of the R&B group Xscape and for co-writing major hits in the late 1990s and 2000s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tameka Cottle
Target entity description: Tameka Cottle is an American singer-songwriter and television personality best known as a member of the R&B group Xscape and for co-writing major hits in the late 1990s and 2000s.
  • A. Tameka Foster
    Tameka Foster is an American fashion stylist and television personality best known for her high-profile marriage to R&B singer Usher.
  • B. Teasha Bivins
    Teasha Bivins is known as the wife of New Edition and Bell Biv DeVoe member Michael Bivins and has appeared with him in various public and media appearances.
  • C. Tasha McCauley
    Tasha McCauley is an American robotics engineer and tech entrepreneur known for co-founding the robotics company Fellow Robots and for her work at the intersection of technology and innovation.
  • D. LaTisha Scott
    LaTisha Scott is a reality television personality and real estate entrepreneur best known for appearing on the OWN series "Love & Marriage: Huntsville."
  • E. Imani Duckett
    Imani Duckett is the daughter of actress Jasmine Guy and has occasionally appeared in the public eye through her mother's prominence in film and television.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d806aee7308190b70a237ba2a6e3e1 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98c9e072c8190b66e2c2430628ed0 completed April 10, 2026, 11:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69f75d7edb40819095dfa45d3c61a0e3 completed May 3, 2026, 2:36 p.m.
NEDg Description generation batch_69f75fe31db08190b32d3d7c964f5354 completed May 3, 2026, 2:46 p.m.
NED2 Entity disambiguation (via description) batch_69f76049056c8190b77f8ca78c8f77a0 completed May 3, 2026, 2:48 p.m.
Created at: April 9, 2026, 9:17 p.m.